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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">87</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:A116C711-4C18-5A38-8F1E-5E97753A8A64</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Folia Medica</journal-title>
        <abbrev-journal-title xml:lang="en">FM</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0204-8043</issn>
      <issn pub-type="epub">1314-2143</issn>
      <publisher>
        <publisher-name>Plovdiv Medical University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/folmed.65.e80599</article-id>
      <article-id pub-id-type="publisher-id">80599</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Article</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Immunology</subject>
          <subject>Infectious diseases</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Eicosanoid and cytokine levels differentiate between stages of MTB infection</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Todorova</surname>
            <given-names>Yana</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Emilova</surname>
            <given-names>Radoslava</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-0018-1361</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Milanov</surname>
            <given-names>Vladimir</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Bachiyska</surname>
            <given-names>Elizabeta</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-2949-5011</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Atanasova</surname>
            <given-names>Yuliana</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Baikova</surname>
            <given-names>Ana</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Nikolova</surname>
            <given-names>Maria</given-names>
          </name>
          <email xlink:type="simple">imlab@ncipd.org</email>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line>National Reference Laboratory of Immunology, National Center of Infectious and Parasitic Diseases, Sofia, Bulgaria</addr-line>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line>Department of Pulmonary Diseases, Medical University of Sofia, St Sofia University Hospital of Pulmonary Diseases, Sofia, Bulgaria</addr-line>
      </aff>
      <aff id="A3">
        <label>3</label>
        <addr-line>National Reference Laboratory of Tuberculosis, National Center of Infectious and Parasitic Diseases, Sofia, Bulgaria</addr-line>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Maria Nikolova, National Reference Laboratory of Immunology, National Center of Infectious and Parasitic Diseases, Sofia, Bulgaria; Email: <email xlink:type="simple">imlab@ncipd.org</email></p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2023</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>30</day>
        <month>06</month>
        <year>2023</year>
      </pub-date>
      <volume>65</volume>
      <issue>3</issue>
      <fpage>399</fpage>
      <lpage>406</lpage>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/734E48A3-B204-5CB1-AF77-5B947434E232">734E48A3-B204-5CB1-AF77-5B947434E232</uri>
      <history>
        <date date-type="received">
          <day>16</day>
          <month>01</month>
          <year>2022</year>
        </date>
        <date date-type="accepted">
          <day>18</day>
          <month>02</month>
          <year>2022</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Yana Todorova, Radoslava Emilova, Vladimir Milanov, Elizabeta Bachiyska, Yuliana Atanasova, Ana Baikova, Maria Nikolova</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>
          <bold>Abstract</bold>
        </p>
        <p><bold>Introduction</bold>: The need for biomarkers predicting the course of MTB infection and the necessity of specific therapy are well recognized. Recent data point to the role of cytokines and lipid mediators in protective immunity against tuberculosis.</p>
        <p><bold>Aim</bold>: We evaluated the balance between cytokines, and eikosanoids as a possible prognostic indicator in MTB infection.</p>
        <p><bold>Material and methods</bold>: The induced expression of effector and regulatory cytokines IFN-γ, TNF-α, IL-2, IL-17, IL-6, and IL-10 was measured in relation to the lipid mediators <abbrev xlink:title="prostaglandin E2" id="ABBRID0EQF">PGE2</abbrev> and <abbrev xlink:title="lipoxin A4" id="ABBRID0EUF">LXA4</abbrev> in active <abbrev xlink:title="tuberculosis" id="ABBRID0EYF">TB</abbrev> infection (ATB, n=15) before and after therapy (ATB-T, n=6), established latent infection (LTBI, n=22), recent contacts of ATB (<abbrev xlink:title="regulatory cytokines" id="ABBRID0E3F">RC</abbrev>, n=12), and healthy controls (n=11) A flow cytometry microarray (CBA, BD Biosciences) and quantitative ELISA (SunRed Tech) were employed.</p>
        <p><bold>Results</bold>: The regulatory cytokines (<abbrev xlink:title="regulatory cytokines" id="ABBRID0EEG">RC</abbrev>) were characterized by a high potential for IL-17 and Th1 cytokine secretion, combined with low IL-6 expression, while ATB donors had a partially preserved TNF-α potential, and higher IL-6 expression. The <abbrev xlink:title="prostaglandin E2" id="ABBRID0EIG">PGE2</abbrev>-to-<abbrev xlink:title="lipoxin A4" id="ABBRID0EMG">LXA4</abbrev> ratio discriminated between situations with high bacterial load (ATB), and contained infection (LTBI, ATB-T), and defined clearly cut subgroups among <abbrev xlink:title="regulatory cytokines" id="ABBRID0EQG">RC</abbrev> and ATB donors.</p>
        <p><bold>Conclusions</bold>: Our results suggest that increased <abbrev xlink:title="prostaglandin E2" id="ABBRID0EYG">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0E3G">LXA4</abbrev> ratio coupled with high induced IL-10 level indicates infection after a recent contact. In the settings of ATB, increased ratio and low TNF-α level point to inefficient granuloma formation in the settings of ATB.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>eicosanoids</kwd>
        <kwd>IL-17</kwd>
        <kwd>MTB infection</kwd>
        <kwd>PGE2/LXA4</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>Research grant No13-1/14.12.2017, Bulgarian National Science Fund</funding-statement>
      </funding-group>
    </article-meta>
    <notes>
      <sec sec-type="Citation" id="SECID0EHH">
        <title>Citation</title>
        <p>Todorova Y, Emilova R, Milanov V, Bachiyska E, Atanasova Y, Baikova A, Nikolova M. Eicosanoid and cytokine levels differentiate between stages of MTB infection. Folia Med (Plovdiv) 2023;65(3):399-406. doi: <ext-link xlink:type="simple" ext-link-type="doi" xlink:href="10.3897/folmed.65.e80599">10.3897/folmed.65.e80599</ext-link>.</p>
      </sec>
    </notes>
  </front>
  <body>
    <sec sec-type="Introduction" id="SECID0ETH">
      <title>Introduction</title>
      <p>Although the overall burden of tuberculosis (<abbrev xlink:title="tuberculosis" id="ABBRID0EDAAC">TB</abbrev>) in the WHO European region is declining, <abbrev xlink:title="tuberculosis" id="ABBRID0EHAAC">TB</abbrev> remains a major health issue worldwide. <abbrev xlink:title="tuberculosis" id="ABBRID0ELAAC">TB</abbrev> is among the ten most deadly diseases in low income countries, with 1.5 million <abbrev xlink:title="tuberculosis" id="ABBRID0EPAAC">TB</abbrev> deaths in 2020 (up from 1.4 million in 2019).<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup><abbrev xlink:title="tuberculosis" id="ABBRID0E1AAC">TB</abbrev> incidence in Bulgaria is above the EU average with 1344 new diagnosis per year (19.2‱).<sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup> While a quarter of the world’s population is infected with <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Mycobacterium">M.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="tuberculosis">tuberculosis</tp:taxon-name-part></tp:taxon-name></italic> (<abbrev xlink:title="M. tuberculosis" id="ABBRID0EQBAC">МТВ</abbrev>), only 10% of them will ever develop the disease. However, activation of latent <abbrev xlink:title="tuberculosis" id="ABBRID0EUBAC">TB</abbrev> infection (LTBI) is potentiated in the settings of immune deficiency with different origin.<sup>[<xref ref-type="bibr" rid="B3">3</xref>]</sup> Timely diagnosis and identification of cases with high risk of progression and activation are needed to limit <abbrev xlink:title="tuberculosis" id="ABBRID0E6BAC">TB</abbrev> spread, while avoiding heavy prophylaxis and treatment protocols, and selection of multi-resistant MTB strains.</p>
      <p>Adaptive T-cell response is critical in MTB infection, with a leading role of Th1 effectors. Consequently, interferon gamma-release assays (<abbrev xlink:title="interferon gamma-release assays" id="ABBRID0EFCAC">IGRA</abbrev>) based on detection of memory MTB-specific T cells have gained wide diagnostic application.<sup>[<xref ref-type="bibr" rid="B4 B5 B6">4–6</xref>]</sup> Yet, it has become clear that they can neither predict the course of infection nor the need of specific therapy. Several studies have proposed that protective T cell response is associated with a multicytokine profile of effector cells (IL-2, IFN-γ, TNF-α) which activate macrophages for phagocytosis and bacteriolysis.<sup>[<xref ref-type="bibr" rid="B7">7</xref>,<xref ref-type="bibr" rid="B8">8</xref>]</sup></p>
      <p>The type of the immune response specific to MTB may actually depend on a wide range of factors associated with both innate and adaptive mechanisms. Recent data points out several effector and regulatory cytokines with possible role in the pathogenesis of MTB infection. A balanced immune inflammation is crucial for the induction of an adaptive immune response and efficient macrophage activation. IL-17 plays a key role in early neutrophil-mediated pulmonary inflammatory responses, T cell-mediated IFN-γ production and granuloma formation in the lung.‌<sup>[<xref ref-type="bibr" rid="B9">9</xref>,<xref ref-type="bibr" rid="B10">10</xref>]</sup> Accumulation of Treg in chronic infections limits inflammation-associated pathology but may also affect pathogen-specific response through soluble mediators (IL-10, TGF-β) or direct cell contact.<sup>[<xref ref-type="bibr" rid="B11">11</xref>]</sup></p>
      <p>Eicosanoids are a family of bioactive lipid mediators resulting from the metabolism of arachidonic acid that, similarly to cytokines, participate in inflammation and play a key role in shaping the adaptive response to MTB. Prostaglandins are the initial mediators of inflammatory response and stimulate recruitment of neutrophils and monocytes while lipoxins have anti-inflammatory activities and contribute to the resolution phase of the immune response﻿.‌<sup>[<xref ref-type="bibr" rid="B12">12</xref>]</sup> The balance between pro- and anti-inflammatory eicosanoids may shape the course of infection.<sup>[<xref ref-type="bibr" rid="B13 B14 B15">13–15</xref>]</sup> Disease severity in <abbrev xlink:title="tuberculosis" id="ABBRID0EVDAC">TB</abbrev> has been associated with reduced ratio of prostaglandin E2 (<abbrev xlink:title="prostaglandin E2" id="ABBRID0EZDAC">PGE2</abbrev>)/lipoxin A4 (<abbrev xlink:title="lipoxin A4" id="ABBRID0E4DAC">LXA4</abbrev>), rather than changes in the absolute levels of specific metabolites. A key counter-regulation between protective IL-1α, <abbrev xlink:title="prostaglandin E2" id="ABBRID0EBEAC">PGE2</abbrev>, and IL-17 signals against the pro-bacterial effects of IFNαβ/<abbrev xlink:title="lipoxin A4" id="ABBRID0EFEAC">LXA4</abbrev>/IL-10 has been demonstrated in mice but awaits further study in men. It remains unclear whether eicosanoids can serve as biomarkers to distinguish activation of latent <abbrev xlink:title="tuberculosis" id="ABBRID0EJEAC">TB</abbrev>, to evaluate response to specific therapy or predict the outcome of a recent contact.<sup>[<xref ref-type="bibr" rid="B16 B17 B18">16–18</xref>]</sup></p>
    </sec>
    <sec sec-type="Aim" id="SECID0ETEAC">
      <title>Aim</title>
      <p>﻿In the present study, we evaluated the dynamics of cytokine secretion in association with the lipid mediators <abbrev xlink:title="prostaglandin E2" id="ABBRID0EZEAC">PGE2</abbrev> and <abbrev xlink:title="lipoxin A4" id="ABBRID0E4EAC">LXA4</abbrev> at different stages of MTB infection: after a recent contact, in established latent phase, and in active untreated, and treated disease.</p>
    </sec>
    <sec sec-type="materials|methods" id="SECID0EBFAC">
      <title>Materials and methods</title>
      <sec sec-type="Study populations" id="SECID0EFFAC">
        <title>Study populations</title>
        <p>Whole peripheral blood samples were obtained from: A. Patients with latent <abbrev xlink:title="tuberculosis" id="ABBRID0ELFAC">TB</abbrev> infection that has been stable for at least 5 yrs, based on positive QuantiFERON®-<abbrev xlink:title="tuberculosis" id="ABBRID0EPFAC">TB</abbrev> In Tube assay (QFT &gt;0.70 IU/ml), and absence of clinical symptoms (LTBI, n=22); B. Patients with active <abbrev xlink:title="tuberculosis" id="ABBRID0ETFAC">TB</abbrev> infection based on positive sputum smears for acid-fast bacilli, radiological findings, and/or MTB positive cultures, before (ATB, n=15) and after standard <abbrev xlink:title="tuberculosis" id="ABBRID0EXFAC">TB</abbrev> therapy following WHO guidelines (ATB-T, n=6); C. <abbrev xlink:title="interferon gamma-release assays" id="ABBRID0E2FAC">IGRA</abbrev> (-) recent contacts of ATB (<abbrev xlink:title="regulatory cytokines" id="ABBRID0E6FAC">RC</abbrev>, n=12). Exclusion criteria for all participants were HIV infection, diabetes, immunosuppressive diseases, and/or use of immunosuppressive medication. Bacillus Calmette-Guerin (<abbrev xlink:title="Bacillus Calmette-Guerin" id="ABBRID0EDGAC">BCG</abbrev>)-vaccinated, <abbrev xlink:title="interferon gamma-release assays" id="ABBRID0EHGAC">IGRA</abbrev> (-) healthy control individuals (HC, n=15) were also included in the study. Written informed consent was obtained from all participants. The protocol and informed consent were approved by the institutional review board of NCIPD (IRB 00006384, protocol N01/2018).</p>
      </sec>
      <sec sec-type="Quantitation of cytokines and lipid mediators" id="SECID0ELGAC">
        <title>Quantitation of cytokines and lipid mediators</title>
        <p>After centrifugation for 15 min at 1200 rpm the cell pellet was resuspended in complete RPMI/10% FCS for further stimulation. All samples were stimulated with phytohemagglutinin (PHA) (10 µg/ml) for 18 hours at 37°C, 5% CO<sub>2</sub> and the supernatants were collected.</p>
        <p>The concentrations of lipoxin A4 (<abbrev xlink:title="lipoxin A4" id="ABBRID0EVGAC">LXA4</abbrev>) and prostaglandin 2 (<abbrev xlink:title="prostaglandin E2" id="ABBRID0EZGAC">PGE2</abbrev>) were determined by ELISA (SunRed Tech, Cat N201-12-5292D). The concentrations of IL-2, IL-4, IL-6, IL-10, IL-17, IFN-ɣ, and TNF-α were measured using multiplex flow cytometry bead assay CBA kit (BD Biosciences), acquired with FACSCanto II and FACSDiva v. 1.1.2 software, and analyzed with FCAParray v. 3.0 (BD Biosciences).</p>
      </sec>
      <sec sec-type="Statistical analysis" id="SECID0E4GAC">
        <title>Statistical analysis</title>
        <p>Significant differences between two groups were evaluated by the <italic>t</italic>-test for unpaired data or Man-Whitney test where appropriate, and ANOVA or Kruskal-Wallis test were applied when comparing 3 groups (GraphPad v. 9).</p>
      </sec>
    </sec>
    <sec sec-type="Results" id="SECID0EFHAC">
      <title>Results</title>
      <sec sec-type="Stimulated cytokine profiles differ significantly between ATB, LTBI and RC" id="SECID0EJHAC">
        <title>Stimulated cytokine profiles differ significantly between ATB, LTBI and <abbrev xlink:title="regulatory cytokines" id="ABBRID0EOHAC">RC</abbrev></title>
        <p>To evaluate the relative importance of proinflammatory and regulatory cytokines for the instauration and progression of MTB infection, we compared cytokine secretion potential in response to non-specific stimulation with PHA in LTBI, ATB, and <abbrev xlink:title="regulatory cytokines" id="ABBRID0ETHAC">RC</abbrev> groups. While IFN-γ and IL-2 secretion did not differ significantly between ATB and LTBI (mean, pg/ml: 892 vs. 571, and 190 vs. 192, <italic>p</italic>&gt;0.05 for both), ATB patients were characterized by a significantly increased TNF-α (2785 vs. 1568, <italic>p</italic>&lt;0.01), and decreased IL-17 potential (77 vs. 220, <italic>p</italic>&lt;0.01). At the same time, the group of <abbrev xlink:title="regulatory cytokines" id="ABBRID0E4HAC">RC</abbrev> was differentiated by a significantly increased expression of IFN-γ (2857) and IL-17 (682) as compared to both ATB and LTBI (<italic>p</italic>&lt;0.01 and <italic>p</italic>&lt;0.001, respectively), increased TNF-α as compared to LTBI (4768 vs. 2785, <italic>p</italic>&lt;0.01), and increased IL-2 as compared to ATB (405.2 vs. 190, <italic>p</italic>&lt;0.05). The potential for IL-6 secretion was significantly decreased in ATB (30 900 vs. 59 000, <italic>p</italic>&lt;0.01), and in <abbrev xlink:title="regulatory cytokines" id="ABBRID0ELIAC">RC</abbrev> (17 301 vs. 30 900 and 59 000, <italic>p</italic>&lt;0.01 for both comparisons). At the same time, IL-10 levels were comparable in the three groups (532.1 vs. 710.4 vs. 824.2, ANOVA, <italic>p</italic>&gt;0.05) <bold>(Fig. <xref ref-type="fig" rid="F1">1A-F</xref>)</bold>. We concluded that a recent contact with MTB activates primarily Th1 and Th17 differentiation accompanied by a well-regulated inflammation.</p>
        <fig id="F1" position="float" orientation="portrait">
          <object-id content-type="arpha">1BD11343-50B3-5E92-ABA7-7DBB64887895</object-id>
          <label>Figure 1.</label>
          <caption>
            <p>Stimulated cytokine profiles in ATB, LTB, and <abbrev xlink:title="regulatory cytokines" id="ABBRID0EYZAE">RC</abbrev> groups. The PHA-stimulated concentrations of IFN-γ (<bold>A</bold>), IL-2 (<bold>B</bold>), TNF-α (<bold>C</bold>), IL-17 (<bold>D</bold>), IL-10 (<bold>E</bold>) and IL-6 (<bold>F</bold>) were measured in ATB (n=15), LTBI (n=22) and <abbrev xlink:title="regulatory cytokines" id="ABBRID0EI1AE">RC</abbrev> (n=12) donors. Data is presented as Tukey plots. Boxes and whiskers correspond to 25th - 75th percentile ±1.5 IQR. All values falling out of this interval are shown as dots. <italic>P</italic>-values were calculated using ANOVA test (*** <italic>p</italic>&lt;0.001, ** <italic>p</italic>&lt;0.01, * <italic>p</italic>&lt;0.05).</p>
          </caption>
          <graphic xlink:href="foliamedica-65-3-e80599-g001.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_870695.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/870695</uri>
          </graphic>
        </fig>
      </sec>
      <sec sec-type="PGE2/LXA4 balance is violated in the settings of active MTB infection" id="SECID0E1IAC">
        <title><abbrev xlink:title="prostaglandin E2" id="ABBRID0E6IAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EDJAC">LXA4</abbrev> balance is violated in the settings of active MTB infection</title>
        <p>In addition to cytokines, optimal activation and subsequent adaptive immune response depend on the balance between pro- and anti-inflammatory eicosanoids. Therefore, we further studied <abbrev xlink:title="lipoxin A4" id="ABBRID0EJJAC">LXA4</abbrev> and <abbrev xlink:title="prostaglandin E2" id="ABBRID0ENJAC">PGE2</abbrev> levels as well as their ratio in the groups of ATB, LTBI, and <abbrev xlink:title="regulatory cytokines" id="ABBRID0ERJAC">RC</abbrev>. While the levels of <abbrev xlink:title="lipoxin A4" id="ABBRID0EVJAC">LXA4</abbrev> and <abbrev xlink:title="prostaglandin E2" id="ABBRID0EZJAC">PGE2</abbrev> did not differ significantly after stimulation <bold>(Figs <xref ref-type="fig" rid="F2">2A</xref>, <xref ref-type="fig" rid="F2">2B</xref>)</bold>, the <abbrev xlink:title="prostaglandin E2" id="ABBRID0EIKAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EMKAC">LXA4</abbrev> ratio was significantly increased in ATB (1.9 vs. 1.1, <italic>p</italic>&lt;0.01) <bold>(Fig. <xref ref-type="fig" rid="F2">2C</xref>)</bold> resulting from both increased mean <abbrev xlink:title="lipoxin A4" id="ABBRID0EZKAC">LXA4</abbrev> level, and decreased <abbrev xlink:title="prostaglandin E2" id="ABBRID0E4KAC">PGE2</abbrev> level, as compared to LTBI. In addition, we analyzed a subgroup of ATB patients that have completed the standard treatment <bold>(Fig. <xref ref-type="fig" rid="F2">2D</xref>)</bold>. They were distinguished by significantly decreased levels of <abbrev xlink:title="lipoxin A4" id="ABBRID0EILAC">LXA4</abbrev> and <abbrev xlink:title="prostaglandin E2" id="ABBRID0EMLAC">PGE2</abbrev> as compared to non-treated ATB (0.83 vs. 3.42 and 0.73 vs. 6.8, <italic>p</italic>&lt;0.001 for both), and a <abbrev xlink:title="prostaglandin E2" id="ABBRID0ESLAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EWLAC">LXA4</abbrev> ratio similar to LTBI (0.9 vs. 1.1, <italic>p</italic>&gt;0.05). Therefore, we hypothesized that low <abbrev xlink:title="lipoxin A4" id="ABBRID0E3LAC">LXA4</abbrev> and <abbrev xlink:title="prostaglandin E2" id="ABBRID0EAMAC">PGE2</abbrev>, combined with a <abbrev xlink:title="lipoxin A4" id="ABBRID0EEMAC">LXA4</abbrev>/<abbrev xlink:title="prostaglandin E2" id="ABBRID0EIMAC">PGE2</abbrev> ratio close to one might correspond to lower microbial burden, containment, and better prognosis of MTB infection.</p>
        <fig id="F2" position="float" orientation="portrait">
          <object-id content-type="arpha">5E460D59-A553-5B94-B628-AA43BCB5BF14</object-id>
          <label>Figure 2.</label>
          <caption>
            <p><bold>A-D</bold>. Stimulated expression of eicosanoids in ATB, LTB and <abbrev xlink:title="regulatory cytokines" id="ABBRID0ED2AE">RC</abbrev> groups. The PHA-stimulated concentrations of <abbrev xlink:title="lipoxin A4" id="ABBRID0EH2AE">LXA4</abbrev> (<bold>A</bold>), <abbrev xlink:title="prostaglandin E2" id="ABBRID0EN2AE">PGE2</abbrev> (<bold>B</bold>) and <abbrev xlink:title="prostaglandin E2" id="ABBRID0ET2AE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EX2AE">LXA4</abbrev> (<bold>C</bold>) ratio were measured in ATB (n=15), LTBI (n=22) and <abbrev xlink:title="regulatory cytokines" id="ABBRID0E42AE">RC</abbrev> (n=12) donors. The same parameters were compared between ATB and ATB-T (n=6) (<bold>D</bold>). Data is presented as Tukey plots (<bold>A</bold>, <bold>B</bold>), scatter plot (<bold>C</bold>) with each circle representing a single individual, and column bars (mean+SD). <abbrev xlink:title="prostaglandin E2" id="ABBRID0EJ3AE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EN3AE">LXA4</abbrev><sup>high</sup> and <abbrev xlink:title="prostaglandin E2" id="ABBRID0ES3AE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EW3AE">LXA4</abbrev><sup>low</sup> subgroups among <abbrev xlink:title="regulatory cytokines" id="ABBRID0E23AE">RC</abbrev> and ATB donors are encircled. The red dotted line corresponds to the ratio calculated for HC (n=15). <italic>P</italic>-values were calculated using ANOVA test (*** <italic>p</italic>&lt;0.001, ** <italic>p</italic>&lt;0.01, * <italic>p</italic>&lt;0.05, ns = <italic>p</italic>&gt;0.05).</p>
          </caption>
          <graphic xlink:href="foliamedica-65-3-e80599-g002.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_870696.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/870696</uri>
          </graphic>
        </fig>
      </sec>
      <sec sec-type="Association of PGE2/LXA4 ratio with particular cytokine profiles" id="SECID0EMMAC">
        <title>Association of <abbrev xlink:title="prostaglandin E2" id="ABBRID0ERMAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EVMAC">LXA4</abbrev> ratio with particular cytokine profiles</title>
        <p>Interestingly enough, while LTBI group was homogeneous regarding <abbrev xlink:title="prostaglandin E2" id="ABBRID0E2MAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0E6MAC">LXA4</abbrev> ratio, two clearly cut subgroups were observed among <abbrev xlink:title="regulatory cytokines" id="ABBRID0EDNAC">RC</abbrev>: with high (mean 2.26) and with low (mean 1.33) <abbrev xlink:title="prostaglandin E2" id="ABBRID0EHNAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0ELNAC">LXA4</abbrev> ratio <bold>(Fig. <xref ref-type="fig" rid="F3">3A</xref>)</bold>. A subgroup with a higher <abbrev xlink:title="prostaglandin E2" id="ABBRID0EWNAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0E1NAC">LXA4</abbrev> ratio was also delineated among ATB patients (mean 3.45 vs. 1.37 for the whole group). To further check our hypothesis, we analyzed these subgroups for eventual cytokine profile differences. A <abbrev xlink:title="prostaglandin E2" id="ABBRID0E5NAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0ECOAC">LXA4</abbrev> ratio close to one was associated with a significantly higher IL-17 expression among <abbrev xlink:title="regulatory cytokines" id="ABBRID0EGOAC">RC</abbrev>, and a higher TNF-α level in ATB subgroup. Based on this, we concluded that <abbrev xlink:title="regulatory cytokines" id="ABBRID0EKOAC">RC</abbrev> and ATB donors with <abbrev xlink:title="prostaglandin E2" id="ABBRID0EOOAC">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0ESOAC">LXA4</abbrev> ratio approximating one were closer to the LTBI profile than those with a significantly increased ratio.</p>
        <fig id="F3" position="float" orientation="portrait">
          <object-id content-type="arpha">92045F65-8F27-5F2C-B1F3-2AD1BE348F0E</object-id>
          <label>Figure 3.</label>
          <caption>
            <p><abbrev xlink:title="prostaglandin E2" id="ABBRID0EW4AE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0E14AE">LXA4</abbrev> ratio identifies subgroups with different cytokine potential. PHA-stimulated concentrations of IL-17, IL-10 (left y-axis) and TNF-α (right y-axis) were compared between donors with <abbrev xlink:title="prostaglandin E2" id="ABBRID0E54AE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EC5AE">LXA4</abbrev><sup>low</sup> and <abbrev xlink:title="prostaglandin E2" id="ABBRID0EH5AE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EL5AE">LXA4</abbrev><sup>high</sup> ratio in the <abbrev xlink:title="regulatory cytokines" id="ABBRID0EQ5AE">RC</abbrev> group (<bold>A</bold>) and the ATB group (<bold>B</bold>). P-values were calculated using Mann-Whitney test (*** <italic>p</italic>&lt;0.001, ** <italic>p</italic>&lt;0.01, * <italic>p</italic>&lt;0.05, ns = <italic>p</italic>&gt;0.05).</p>
          </caption>
          <graphic xlink:href="foliamedica-65-3-e80599-g003.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_870697.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/870697</uri>
          </graphic>
        </fig>
      </sec>
    </sec>
    <sec sec-type="Discussion" id="SECID0EWOAC">
      <title>Discussion</title>
      <p>The need for biomarkers predicting the course of MTB infection, as well as the necessity of specific therapy, is well recognized. Based on the experience with <abbrev xlink:title="interferon gamma-release assays" id="ABBRID0E3OAC">IGRA</abbrev> assays, we and others have concluded that bulk MTB-specific interferon-gamma responses of CD4 and CD8 T cells do not differentiate between MTB stages.<sup>[<xref ref-type="bibr" rid="B19">19</xref>]</sup> A systematic review of the MTB-specific responses of 100 cytokines concluded that the most frequently studied cytokines were IFN-γ, IL-2, TNF-α, IP-10, IL-10, and IL-13 or combinations of them, rendering heterogenous findings and underlining the need for further well-designed studies.<sup>[<xref ref-type="bibr" rid="B20">20</xref>]</sup></p>
      <p>We studied the induced expression of IFN-γ, TNF-α, IL-2, IL-17, IL-6, IL-10 and the lipid mediators <abbrev xlink:title="prostaglandin E2" id="ABBRID0EPPAC">PGE2</abbrev> and <abbrev xlink:title="lipoxin A4" id="ABBRID0ETPAC">LXA4</abbrev>, aiming to discriminate between QFT(-) <abbrev xlink:title="regulatory cytokines" id="ABBRID0EXPAC">RC</abbrev>, LTBI, and ATB and, possibly, to predict the course of MTB infection. Our results showed that IL-17 was the best discriminating cytokine differing significantly between each of the studied groups. In addition to high IL-17 expression, <abbrev xlink:title="regulatory cytokines" id="ABBRID0E2PAC">RC</abbrev> were differentiated by a high potential for TNF-α, IFN-γ, and IL-2 secretion. In contrast, ATB donors have partially preserved only the ability to produce TNF-α. Importantly, in <abbrev xlink:title="regulatory cytokines" id="ABBRID0EAAAE">RC</abbrev> stimulated IL-6 level was significantly lower than in the other groups pointing to preserved regulatory mechanisms at that early point of possible infection.</p>
      <p>The key role of IL-17 in the course of <abbrev xlink:title="tuberculosis" id="ABBRID0EGAAE">TB</abbrev> infection has been related to the early neutrophil-mediated pulmonary inflammatory responses, T cell-mediated IFN-γ production, and granuloma formation in the lung.<sup>[<xref ref-type="bibr" rid="B9">9</xref>,<xref ref-type="bibr" rid="B10">10</xref>]</sup> On the other hand, recent data from clinical trials and post-marketing surveillance of biological therapy suggested that IL-17 cells may be dispensable for LTBI control.<sup>[<xref ref-type="bibr" rid="B21">21</xref>]</sup> Our results confirm the exhaustion of Th17 effectors at later stages of MTB infection, in line with a previously demonstrated increase of the Th17-specific inhibitory Treg subset in ATB donors.<sup>[<xref ref-type="bibr" rid="B19">19</xref>]</sup></p>
      <p>The critical role of TNF-α in both early and latent infection has been demonstrated by neutralization of TNF and TNFR in mice, resulting in severe inflammation, uncontrolled infection or reactivation of latent <abbrev xlink:title="tuberculosis" id="ABBRID0EABAE">TB</abbrev> infection.‌<sup>[<xref ref-type="bibr" rid="B22 B23 B24">22–24</xref>]</sup> TNF-α triggers MTB killing by activating phagocytosis in macrophages, promotes dendritic cells maturation, and is responsible for the formation and maintenance of granulomas.<sup>[<xref ref-type="bibr" rid="B25">25</xref>]</sup> While most studies have explored TNF-α expression in ATB and LTBI, a recently published study by Reichler et al. proposed an association of higher baseline TNF-α values with later development of incident <abbrev xlink:title="tuberculosis" id="ABBRID0ESBAE">TB</abbrev> among contacts.<sup>[<xref ref-type="bibr" rid="B26">26</xref>]</sup></p>
      <p>The precise role of <abbrev xlink:title="prostaglandin E2" id="ABBRID0E5BAE">PGE2</abbrev> and <abbrev xlink:title="lipoxin A4" id="ABBRID0ECCAE">LXA4</abbrev> in the development of adaptive immunity during human <abbrev xlink:title="tuberculosis" id="ABBRID0EGCAE">TB</abbrev> remains uncertain. A beneficial role of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EKCAE">PGE2</abbrev> is supported by the facts that PGE synthase-deficient mice and mice lacking the <abbrev xlink:title="prostaglandin E2" id="ABBRID0EOCAE">PGE2</abbrev> receptor EP2 have increased susceptibility to MTB infection.<sup>[<xref ref-type="bibr" rid="B27">27</xref>,<xref ref-type="bibr" rid="B28">28</xref>]</sup> On the other hand, high concentrations of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EZCAE">PGE2</abbrev> suppress T cell-mediated immunity against MTB and contribute to the expansion of regulatory T cells.<sup>[<xref ref-type="bibr" rid="B29">29</xref>]</sup></p>
      <p>Lipoxin A4 (<abbrev xlink:title="lipoxin A4" id="ABBRID0EFDAE">LXA4</abbrev>) also modulates innate and adaptive immune responses by exerting either pro-inflammatory or pro-resolution effects.<sup>[<xref ref-type="bibr" rid="B29 B30 B31">29–31</xref>]</sup> Ligation of the lipoxin A4 (<abbrev xlink:title="lipoxin A4" id="ABBRID0EQDAE">LXA4</abbrev>) receptor on neutrophils arrests their migration, but <abbrev xlink:title="lipoxin A4" id="ABBRID0EUDAE">LXA4</abbrev> is also the dominant lipid mediator produced by macrophages infected with virulent MTB and responsible for induction of necrosis. <abbrev xlink:title="lipoxin A4" id="ABBRID0EYDAE">LXA4</abbrev> blocks the synthesis of prostaglandin Е2 (<abbrev xlink:title="prostaglandin E2" id="ABBRID0E3DAE">PGE2</abbrev>), the latter being critical to avoid necrosis. Most probably, the issue of infection is determined by overlapping regulatory networks that function in coordination or antagonism.<sup>[<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B32">32</xref>]</sup></p>
      <p>In our hands, <abbrev xlink:title="prostaglandin E2" id="ABBRID0EIEAE">PGE2</abbrev> and <abbrev xlink:title="lipoxin A4" id="ABBRID0EMEAE">LXA4</abbrev> did not differ significantly between the studied groups, while their ratio clearly discriminated between situation with high bacterial load as untreated ATB, and contained infection (LTBI, ATB-T). Increased <abbrev xlink:title="prostaglandin E2" id="ABBRID0EQEAE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EUEAE">LXA4</abbrev> ratio in the settings of ATB did not result from isolated increase of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EYEAE">PGE2</abbrev> or decrease of <abbrev xlink:title="lipoxin A4" id="ABBRID0E3EAE">LXA4</abbrev> but reflected changes in both mediators, confirming the idea about balanced regulation of proinflammatory and protective lipid mediators. This balance is close to one in the absence of immune activation (healthy controls, LTBI, contained early infection in <abbrev xlink:title="regulatory cytokines" id="ABBRID0EAFAE">RC</abbrev>), and is perturbed in the presence of bacterial load and/or inadequate regulation.</p>
      <p>Few studies in humans have measured eicosanoid mediators during the stages of <abbrev xlink:title="tuberculosis" id="ABBRID0EGFAE">TB</abbrev> infection, with somewhat contradictory results. Thus, unlike us, Nore et al. reported increased <abbrev xlink:title="lipoxin A4" id="ABBRID0EKFAE">LXA4</abbrev> in untreated ATB compared to LTBI, while levels of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EOFAE">PGE2</abbrev> showed no difference between clinical stages of MTB infection and were not affected upon treatment.<sup>[<xref ref-type="bibr" rid="B18">18</xref>]</sup> However, they measured native plasma concentrations and not the stimulated ones. On the other hand, higher levels of total monocytes were observed in ATB, with markedly increased expression of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EZFAE">PGE2</abbrev> and <abbrev xlink:title="lipoxin A4" id="ABBRID0E4FAE">LXA4</abbrev>-specific enzymes upon PPD stimulation. This second model is closer to our stimulation-induced profiles, and the levels of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EBGAE">PGE2</abbrev> and <abbrev xlink:title="lipoxin A4" id="ABBRID0EFGAE">LXA4</abbrev> detected in our study may reflect induced monocyte production.</p>
      <p>In line with us, Kumar et al. described significantly increased plasma levels of <abbrev xlink:title="lipoxin A4" id="ABBRID0ELGAE">LXA4</abbrev>, and <abbrev xlink:title="prostaglandin E2" id="ABBRID0EPGAE">PGE2</abbrev> in <abbrev xlink:title="tuberculosis" id="ABBRID0ETGAE">TB</abbrev> as compared to healthy controls, as well as significantly increased levels of <abbrev xlink:title="lipoxin A4" id="ABBRID0EXGAE">LXA4</abbrev> in <abbrev xlink:title="tuberculosis" id="ABBRID0E2GAE">TB</abbrev> individuals with bilateral or cavitary disease and a higher bacterial burden, while anti-tuberculosis therapy diminished the levels of <abbrev xlink:title="lipoxin A4" id="ABBRID0EIHAE">LXA4</abbrev> and <abbrev xlink:title="prostaglandin E2" id="ABBRID0EMHAE">PGE2</abbrev>.<sup>[<xref ref-type="bibr" rid="B16">16</xref>]</sup> Pellegrini et al. recently showed that <abbrev xlink:title="prostaglandin E2" id="ABBRID0EXHAE">PGE2</abbrev> potently suppresses the MTB-specific immune response by reducing the expression of co-stimulatory receptors (CD80, PDL-1, MHC-II), lymphocyte proliferation, and production of IFN-γ and TNF-α.<sup>[<xref ref-type="bibr" rid="B33">33</xref>]</sup> These results suggest that <abbrev xlink:title="prostaglandin E2" id="ABBRID0ECIAE">PGE2</abbrev> might be attenuating the excessive inflammatory immune response caused by MTB. These findings corroborate with our results showing an increased <abbrev xlink:title="prostaglandin E2" id="ABBRID0EGIAE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EKIAE">LXA4</abbrev> ratio in case of active MTB infection (infected <abbrev xlink:title="regulatory cytokines" id="ABBRID0EOIAE">RC</abbrev> and ATB). On the other hand, it was shown that a disrupted regulatory interaction between IL-10 and <abbrev xlink:title="prostaglandin E2" id="ABBRID0ESIAE">PGE2</abbrev> leads to excessive expression of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EWIAE">PGE2</abbrev> and impaired killing of intracellular bacteria. <sup>[<xref ref-type="bibr" rid="B33">33</xref>]</sup> That might be the case in ATB where extremely high <abbrev xlink:title="prostaglandin E2" id="ABBRID0E3IAE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EAJAE">LXA4</abbrev> ratio was associated with a significantly decreased IL-10 potential <bold>(Fig. <xref ref-type="fig" rid="F3">3B</xref>)</bold>.</p>
      <p>The strong points of our study are the combined evaluation of cytokines and eicosanoid mediators in well-defined groups corresponding to different stages of MTB infection. In addition, we provided data on <abbrev xlink:title="prostaglandin E2" id="ABBRID0ENJAE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0ERJAE">LXA4</abbrev> ratio in healthy controls. The major limitations in this study are the relatively small size of studied groups, and the cross-sectional design of the study. Further prospective studies following-up recent contacts and reactivated LTB are needed to assess the predictive value of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EVJAE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EZJAE">LXA4</abbrev>.</p>
    </sec>
    <sec sec-type="Conclusions" id="SECID0E4JAE">
      <title>Conclusions</title>
      <p>In conclusion, we propose stimulated <abbrev xlink:title="prostaglandin E2" id="ABBRID0EDKAE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EHKAE">LXA4</abbrev> ratio as a biomarker sensing the balance between physiological activation that promotes adaptive immunity, and suppression of excessive pathological inflammation. This balance indicates early control of recent infection, and containment of chronic infection in a latent state. A significant increase of <abbrev xlink:title="prostaglandin E2" id="ABBRID0ELKAE">PGE2</abbrev>/<abbrev xlink:title="lipoxin A4" id="ABBRID0EPKAE">LXA4</abbrev> ratio coupled with high IL-10 level signals instauration of infection after a recent contact, while the increased ratio and low TNF-α level point to inefficient granuloma formation in the settings of ATB.</p>
    </sec>
    <sec sec-type="Author contributions" id="SECID0ETKAE">
      <title>Author contributions</title>
      <p>M.N. designed the study, analyzed data, and drafted the manuscript; Y.T. performed the evaluation of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EZKAE">PGE2</abbrev>, <abbrev xlink:title="lipoxin A4" id="ABBRID0E4KAE">LXA4</abbrev>, cytokines, and analyzed data; R.E. performed the evaluation of <abbrev xlink:title="prostaglandin E2" id="ABBRID0EBLAE">PGE2</abbrev>, <abbrev xlink:title="lipoxin A4" id="ABBRID0EFLAE">LXA4</abbrev>, cytokines, and analyzed data; V.M. enrolled volunteers, and collected data, E.B., Y.A., and A.B. performed microscopic examinations of AFB, culture examination by liquid (BACTEC - MGIT) and solid (Lowenstein-Jensen) media, and DST by LPA (MBTDR plus).</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgements</title>
      <p>This study was supported by research grant No. 13-1/14.12.2017 from the Bulgarian National Science Fund.</p>
    </ack>
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